My girlfriend caught me smiling at my laptop at 2AM.
I was not trading. I was calculating.
Every price on Polymarket comes from one equation:
P(i) = exp(qᵢ / b) / Σ exp(qⱼ / b)
Softmax function. The same math GPT uses to pick the next word.
Polymarket uses it to price every contract.
Most traders see 40 cents and think cheap.
I see 40 cents and check the liquidity parameter.
b = 50 means one whale swings the market 20%
b = 100,000 means barely moves
Half my old trades were in thin pools. One order wrecked my fill. I was losing money to a formula I did not know existed.
So I learned it. Then I built a bot around it.
EV = true_prob x (1 - market_price) - (1 - true_prob) x market_price
The bot checks b, calculates EV, sizes with Kelly:
f = (p x b - q) / b
And executes before my morning coffee gets cold.
$200 starting bankroll.
6 weeks later: $18,700.
I did not predict a single outcome. The bot just reads the math that 93% of traders ignore.
I built the entire framework:
LMSR pricing model
Expected value calculation
Kelly sizing at 5%
Bayesian probability updates
5 cognitive traps that blow accounts
The system scans markets 24/7. Finds mispricing. Executes before the gap closes.
No emotions. No FOMO. Just math.
You only need Claude + device + 1 hour per day.
Giving this free for 24 hours.
To get it:
1. Comment the word "money"
2. Like and retweet this
3. Follow me @codewithimanshu so I can DM you
Save this post. Deploy the softmax system this week. Start with $200. Scale on evidence.
> be a 19-year-old Japanese student
>build a trading bot with Claude Code in 2 days
>use the iPad as a second monitor
scan over 50 markets
>sync BTC data from Binance
>spot price errors before humans
>first night: +$6,732
>started with $68
>total profit $750,000
Why do people keep trading manually?
Giving This Free for 24 hours. To get it:
1. Comment the word 'Claude'
2. Like and Retweet this post
3. Follow me @marryevan999 (so i can DM you)
I made $22,400 last month copy-trading a bot that simulates BTC 10,000 times before every trade.
Same setup a Hong Kong marketer used to make $360K in 30 days.
I've prepared the exact step-by-step guide to make this Bot.
I could've sold this for $999. Giving it free for 24 hours.
To get it:
1. Comment the word "cash"
2. Like and Retweet
3. Follow me @codewithimanshu (Only then, i can DM you)
The system:
> Claude = the algorithm's brain
> MiroFish = the simulation engine
> 10,000 cycles run before every single trade
> $5,000-$15,000 profit per position
His wallet hit $366K. Mine hit $22.4K in 30 days copying him.
He's not predicting the market.
He's running 10,000 versions of the future before the market moves.
You're picking trades on vibes.
He's running Monte Carlo simulations while you sleep.
You Must Follow me @codewithimanshu, so i can send you DM.